Mathematical Biostatistics Boot Camp 1 (Coursera)

Mathematical Biostatistics Boot Camp 1 (Coursera)

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Descripción de “Mathematical Biostatistics Boot Camp 1 (Coursera)”

This class presents the fundamental probability and statistical concepts used in elementary data analysis. It will be taught at an introductory level for students with junior or senior college-level mathematical training including a working knowledge of calculus. A small amount of linear algebra and programming are useful for the class, but not required.

Course Syllabus

WEEK 1 – Introduction, Probability, Expectations, and Random Vectors

You are about to undergo an intense and demanding immersion into the world of mathematical biostatistics. Over the next few weeks, you will learn about probability, expectations, conditional probabilities, distributions, confidence intervals, bootstrapping, binomial proportions, and much more. Module 1 covers experiments, probability, variables, mass functions, density functions, cumulative distribution functions, expectations, variations, and vectors.

WEEK 2 – Conditional Probability, Bayes’ Rule, Likelihood, Distributions, and Asymptotics

This module covers Conditional Probability, Bayes’ Rule, Likelihood, Distributions, and Asymptotics. These are the most fundamental core concepts in mathematical biostatistics and statistics. After this module you should be able to recognize and be functional in these key concepts.

WEEK 3 – Confidence Intervals, Bootstrapping, and Plotting

This module covers Confidence Intervals, Bootstrapping, and Plotting. These are core concepts in mathematical biostatistics and statistics. After this module you should be able to recognize and be functional in these key concepts.

WEEK 4 – Binomial Proportions and Logs

This module covers Binomial Proportions and Logs. These are core concepts in mathematical biostatistics and statistics. After this module you should be able to recognize and be functional in these key concepts.

Especificaciones: Mathematical Biostatistics Boot Camp 1 (Coursera)

Curso ofrecido por
Disponibilidad

✔ Disponible

Plataforma

Universidad

Impartido por

Brian Caffo

País

USA

Nivel, duración y fechas
Nivel

No informado

Fecha

04/05/2020

Duración

4 semanas

Tiempo necesario

3-5 horas/semana

Idioma del curso
Idioma vehicular

Inglés

Subtítulos

Inglés

Exámenes y Certificados
Certificados

Certificado de Pago

Exámenes/Proyectos

Con Examen/Proyecto Final

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Mathematical Biostatistics Boot Camp 1 (Coursera)
Mathematical Biostatistics Boot Camp 1 (Coursera)

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